If you are in an industry that touches data and engineering (who doesn’t these days?), there’s no doubt you’ve heard about O’Reilly events and specifically Strata Data Conference (@strataconf). If you didn’t have a chance to attend this year, we’re giving you an inside look at what went down this week when the cred team attended Strata Data at Moscone Center in San Francisco.
Who was on stage?
Only the best and the brightest in the data space, including amazing fierce women leaders.
Amy O’Connor (@ImAmyO) kicked off the main stage content on Wednesday with her keynote on “The journey to the data-driven enterprise from the edge to AI.” As Chief Data and Information Officer at Cloudera, she talked about how the company “drinks its own champagne” by running Cloudera on Cloudera and what they’ve learned on their journey from the edge to AI.
On Thursday, former data scientist and product manager at Airbnb Theresa Johnson (@missjohnson) talked about how she organized uncertainty at Airbnb and why black box models are not helpful. She talked about the internal tools they built to drive an end-to-end metrics forecasting platform, leveraging machine learning, Bayesian inference, TensorFlow, Hadoop, and web technology.
Did it get technical? You bet it did!
On Wednesday, Sonal Gupta, Research Scientist at Facebook, taught us about natural language understanding in task-oriented conversational AI. She outlined a way to do more advanced compositional understanding, which can understand cross-domain queries, using hierarchical representations.
We love seeing our cred clients on stage, especially Manifold.ai CTO Sourav Dey (@resdntalien), who always brings his personality to very technical topics. He did two talks this week, I caught his second on Thursday where he talked about how to attack clustered data with Mixed Effects Randomized Forests (MERF).